A weighted ML-KNN based on discernibility of attributes to heterogeneous sample pairs.
Xin WenDeyu LiChao ZhangYanhui ZhaiPublished in: Inf. Process. Manag. (2022)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- decision table
- nearest neighbor
- discernibility matrix
- text categorization
- maximum likelihood
- knn algorithm
- distance function
- rough set theory
- rough sets
- similarity search
- condition attributes
- classification algorithm
- text classification
- support vector machine svm
- attribute reduction
- neural network
- classification method
- attribute values
- pairwise
- k nearest
- refinement step
- knn classification
- hierarchical document clustering
- range queries
- feature selection
- rough sets theory
- majority voting
- decision rules
- support vector machine